30-Year Wall Street Veteran: What Horse Racing, Poker, and Investment Legends Taught Me About Bitcoin

深潮發佈於 2025-12-10更新於 2025-12-10

文章摘要

Based on his father's lessons from horse racing, a 30-year Wall Street veteran applies a probabilistic, Bayesian thinking framework to investing. The core principles are: do your own research to set independent odds, focus on where capital is actually flowing (not just narratives), and bet significantly only when you identify a major mispricing between your assessment and the market's. Applying this to Bitcoin, he sees a fundamental case for 3:1 or 5:1 odds, while observing that most wealthy, institutional investors price it at 100:1 or zero, with minimal allocation. This creates a rare asymmetric opportunity, reminiscent of the "smart money" principles of investors like Stan Druckenmiller and Paul Tudor Jones, where low positioning is often a key signal as strong fundamentals. He advises a position size based on individual age, time horizon, and risk tolerance, noting that AI's deflationary yet disruptive force may accelerate the need for a digital, belief-based monetary asset like Bitcoin. The key is to separate the decision-making process from the outcome and act decisively only when research, odds, and positioning align.

Written by: Jordi Visser

Compiled by: Luffy, Foresight News

When I was five years old, my father took me to the Monticello Raceway in upstate New York for the first time.

He handed me a racing form and began teaching me how to interpret the information: past performance, jockey records, track conditions. Those numbers and symbols were like a mysterious language to me.

For many years after that, we often went there. That racetrack became his "classroom." He never asked me to "pick the winner," but always guided me to focus on another question: Is there betting value in this race?

Whenever I finished assessing the odds for a race, he would question the basis of my evaluation. Then, drawing on his own experience, he would point out information I had missed or dimensions I should have explored more deeply. He taught me:

  • To identify patterns from past racing performances

  • To weigh the importance of different influencing factors

  • To set realistic odds based on facts, not conjecture

  • Most importantly, to continuously reassess the odds based on new information

He inadvertently trained me to use Bayesian methods to predict the probability of future outcomes. This is a skill I have used in every decision in my life, especially during my more than 30 years on Wall Street.

Today, this analytical framework has led me to what I believe is the most mispriced bet of my career: Bitcoin.

When I analyzed Bitcoin using the horse racing odds method my father taught me, I saw an asset with 3:1 odds. Yet, many of the smartest people I know assign it 100:1 odds, or even think it's worthless.

This disparity in valuation is not only huge; it's the kind of rare, excellent opportunity one seldom encounters in a career.

Learning to Bet on the Future

The method my father taught me was rigorous, not casual. Before setting odds for any horse, I had to do my homework. I treated researching the racing form as schoolwork:

  • The horse's past performance under different track conditions

  • Jockeys skilled in specific scenarios

  • Changes in the horse's class, equipment, and predictions about the race pace

  • Pedigree and training patterns

He even taught me to be skeptical and not to trust human factors easily. Not every horse runs its hardest; some are "saving energy" for future races, some trainers have fixed tactical routines. All these factors had to be considered.

Then came the actual betting.

I learned to watch for when the smart money came in and how the odds fluctuated in the final minutes before the race. But there was only one core rule: I had to write down my predicted odds *before* I could look at the tote board.

This wasn't about guessing; it was about building a defensible logic for my judgment. For example, why this horse should have a 20% chance of winning (corresponding to 5:1 odds), not 10% (10:1) or 5% (20:1). Only after completing this homework and being able to clearly explain my reasoning would he allow me, a novice, to see what the public was betting.

And it was at this moment that wonderful opportunities emerged. Sometimes a horse I predicted at 5:1 odds would actually be showing 20:1 on the tote board.

This edge didn't come from being smarter than others, but because most people setting the odds simply hadn't done enough research. The biggest opportunities were hidden in their omissions.

He also instilled another key principle: if the odds for a race already fully reflect its value, simply skip the bet. "There will always be another race."

Choosing to stand still when you have no edge is one of the hardest disciplines to master in the market, and a lesson many investors never learn.

Thinking in Bets

Years later, I discovered that the method my father taught me was actually a professional methodology that professional poker players and decision theorists had been studying for decades.

Annie Duke's book, *Thinking in Bets: Making Smarter Decisions When You Don't Have All the Facts*, provided a theoretical framework for the experience I gained at the racetrack. Her core insight is simple yet profound: all decisions are bets on an uncertain future; the quality of a decision must be judged separately from the outcome itself.

You can make an extremely wise decision and still lose. Even with fair valuation, that horse with 5:1 odds still has an 80% chance of losing the race.

What truly matters is:

  • Whether the decision-making process is rigorous

  • Whether the odds are set with sound reasoning

  • Whether you have an edge when placing the bet

A few years ago, I spoke with Annie in person and told her that her book aligned perfectly with the concepts my father taught me at the racetrack. I always knew this logic helped my investing; it even shaped my thinking about health and happiness.

We talked more about her background in psychology than about poker or the book itself, because it's all essentially connected. This framework isn't just for poker or investing; it's for making decisions in all areas where information is incomplete.

But the core revelation is consistent: we live in a world of incomplete information. Learning to make decisions with probabilistic thinking and separating the decision process from the outcome is the key to long-term progress.

Munger: The Market as a Racetrack

Charlie Munger once proposed an idea that ties all the logic together: the stock market is essentially a pari-mutuel betting system.

In a pari-mutuel system, prices are not determined by some objective intrinsic value, but are shaped by the collective betting behavior of all participants. The odds on the tote board don't tell you what a horse is "worth"; they only tell you the proportion of the total betting pool wagered on each horse.

The market operates on the same logic.

Stock prices, bond yields, Bitcoin valuations are not determined by TV commentators or social media narratives, but are defined by the actual flow of capital.

When I look at Bitcoin through this lens, the true odds are never the statements of a few wealthy people on CNBC, but are reflected in the relative sizes of various asset pools:

  • Bitcoin vs. fiat currency

  • Bitcoin vs. gold

  • Bitcoin vs. total global household wealth

These ratios and relative performance trends reflect the true views of the collective bettors, unrelated to public statements.

What's more interesting: if someone says Bitcoin is worthless, from a pari-mutuel perspective, they are not entirely wrong.

Despite Bitcoin's strong performance, growing user base, and a decade of global monetary experimentation and fiat currency devaluation, Bitcoin's size remains small. Compared to traditional stores of value, the amount of capital allocated to Bitcoin is minuscule.

In pari-mutuel terms, the public has already shown their stance through action: they have barely bet on Bitcoin.

And this is the starting point for my odds prediction.

Jones, Druckenmiller, and the Power of Positioning

Two of history's top macro traders — Paul Tudor Jones and Stanley Druckenmiller — have a core principle in their careers that most investors overlook: positioning is often more important than fundamentals.

Jones once said, "The masses are always wrong." Druckenmiller's view is more pointed: "Valuation can't tell you when to get in, but positioning can tell you all about risk."

Once everyone is on the same side of a trade, marginal buyers disappear. Market movements never depend on opinions, but on passive buying and selling behavior.

This aligns with Munger's pari-mutuel insight. What's truly key is not just the size of the capital pool, but also:

  • Who is betting

  • Who is watching from the sidelines

When I analyze Bitcoin with this perspective, a notable phenomenon emerges: the wealthiest group within the fiat system, those holding the most capital, are largely not optimistic about Bitcoin.

Demographic data clearly shows:

  • The older you are, the less likely you are to own Bitcoin

  • The more traditional financial education you have, the more likely you are to see Bitcoin as a scam

  • The more wealth you have, the greater the potential loss from betting on Bitcoin

This is why I never discuss Bitcoin at Wall Street dinners; it's as sensitive as politics or religion.

But the experience of Jones and Druckenmiller tells us: You don't need to be certain about Bitcoin's future.

You just need to realize that the extremely low positioning of global capital holders towards it is creating the kind of asymmetric opportunity they have always exploited in their careers.

Assessing Bitcoin Like a Racehorse

So, how did I assess Bitcoin's odds?

I started with the first step my father taught me: do your homework first, then look at the market odds.

Bitcoin was born in an era of exponential technological growth. It sprouted from the global financial crisis, rooted in distrust of governments and centralized control.

Since its inception:

  • Government debt has exploded

  • Traditional system fixes have been exhausted

  • The future development path will heavily rely on technological innovations like AI

I believe AI is a deflationary force, but paradoxically, it will further force governments to increase spending and accelerate currency devaluation, especially against the backdrop of the global AI race with China.

We are moving towards an era of material abundance, but this path will disrupt almost all large institutions.

Those companies built on code, holding current power and wealth, are now forced to act like governments:

  • "Printing money" in the form of massive data center expenditures

  • Taking on more debt

  • Overspending upfront to seize future dominance

  • Shorts focus on the bubble; I focus on the desperation of the wealthy.

Ultimately, AI will also make this type of spending deflationary, squeezing corporate profits and triggering massive wealth redistribution.

In such a world, the financial regulatory framework will need digital currencies that can keep up with the speed of AI agents, and this is where network effects become valuable.

But Bitcoin is no longer just an innovation; it has evolved into a belief system.

Innovations can be disrupted by better innovations, but belief systems operate completely differently. Once they reach a critical mass, they behave more like a religion or social movement than a ordinary commodity.

When I assign probabilities to Bitcoin's different future paths, its risk-reward ratio is roughly between 3:1 and 5:1. This already incorporates risk factors like the threat of quantum computing, a shift in government support, and new competitors in the crypto space.

Only then do I look at the "tote board."

I focus not on Bitcoin's price itself, but on the positioning of the people I know best — those asset allocators with significant wealth, good education, and decades of successful capital growth.

Most of them still assign Bitcoin 100:1 odds or worse; many outright call it worthless. Their investment portfolios confirm this view: either no Bitcoin allocation at all, or a very minimal allocation.

The gap between my odds assessment and theirs is enormous.

According to Druckenmiller's framework, this is precisely a combination of a "quality asset + extremely low positioning," and this is the moment most worth paying attention to.

Controlling Bet Size, Avoiding Ruin

Even with favorable odds and extremely low positioning, it doesn't mean acting recklessly.

My father never let me bet my entire bankroll on that 20:1 horse, and the same principle applies here.

Druckenmiller has a simple rule of thumb: Quality asset + Low positioning = Increase the bet, but "increase" must always be tied to conviction strength and risk tolerance.

For most people, this tolerance is determined by two factors rarely mentioned in Bitcoin discussions:

  • Age and investment horizon

  • Future spending needs and obligations

If you are young with decades of human capital ahead, your ability to handle volatility is completely different from someone in their 70s who needs to draw retirement income from their portfolio. A 50% drawdown at age 30 is a learning experience; the same drawdown at 70 can be a crisis.

Therefore, I believe Bitcoin allocation should follow a gradient:

  • Longer investment horizon, more future income, fewer short-term liabilities → Can reasonably increase allocation

  • Shorter investment horizon, fixed income, tangible short-term spending obligations (children's tuition, medical expenses, retirement withdrawals, etc.) → Allocation needs to be more conservative

In fact, the industry is gradually moving towards a new normal. Institutions like BlackRock and major banks now publicly suggest allocating 3% to 5% of a diversified portfolio to Bitcoin or digital assets. I don't think this number should be blindly followed by everyone, but it is a useful reference — it shows the market discussion has shifted from "zero allocation" to "how much to allocate."

My view is clear: everyone needs to do their own homework and arrive at their own suitable allocation.

But I also believe the "suggested allocation range" proposed by institutions will not remain static. Over time, the exponential disruptive development of AI makes predicting traditional cash flows even three years out more difficult, and asset allocators will be forced to seek growth opportunities in a world where business models are continuously rewritten by algorithms.

At that point, Bitcoin's appeal will extend beyond digital gold to become something akin to a "belief moat," rather than a traditional "competitive growth moat."

Competitive growth moats rely on code, products, and business models, which can easily be disrupted by better code, products, and new entrants. In the AI era, the lifespan of such moats will shorten significantly.

Belief moats, however, are built on continuously solidified collective narratives — the collective belief in the value of a monetary asset in an era of currency devaluation and accelerating technological iteration.

As AI accelerates, the difficulty of picking the next top software or platform winner will increase. I expect more asset allocators to shift part of their "growth asset allocation" towards assets whose advantage is built on network effects and collective belief, rather than industries with advantages vulnerable to AI disruption. The exponential development of AI is constantly compressing the lifespan of innovation moats. Bitcoin's belief moat, however, possesses time defensiveness — the faster AI develops, the stronger it becomes, like a hurricane passing over warm waters. It is the purest AI-era trade.

Therefore, there is no one-size-fits-all allocation number, but the framework is universal:

  • The initial position should be small enough to ensure that even a 50% to 80% drawdown does not ruin your future

  • Determine the position size based on age, investment horizon, and actual needs

  • Recognize that as AI makes traditional growth assets harder to predict and Bitcoin's belief moat continues to deepen, the "acceptable allocation percentage" for Bitcoin in institutional portfolios will likely gradually increase

You wouldn't bet your entire fortune on a 3:1 bet, but you also shouldn't treat this opportunity like a $5 wager.

Timeless Wisdom Beyond Bitcoin

Thinking back to those afternoons at Monticello Raceway, I don't remember the specific races or horses, only the analytical framework.

My father never taught me how to pick winners; he taught me a way of thinking that could compound over decades:

  • Do your homework first, then look at the market odds

  • Establish an independent probability assessment system, don't blindly follow the crowd

  • Focus on positioning and capital flows, not just narratives and headlines

  • Stand aside when you have no edge

  • When your research conclusion differs greatly from consensus *and* the asset has extremely low positioning, increase your bet decisively

The racetrack taught me how to predict odds, Annie Duke taught me to think in bets and separate process from outcome, Munger made me understand the market is a pari-mutuel system, and Jones and Druckenmiller taught me that positioning can be more important than valuation.

Looking at current Bitcoin through this framework, it is like the horse my father described as "actually 3-to-1 but priced at 20-to-1." More uniquely, few investors with heavy capital are betting on it.

My father often said that not betting when you have no edge is as important as betting boldly when you do.

Right now, in my view, Bitcoin is in that rare moment: research conclusion, odds assessment, and positioning are perfectly aligned.

The masses will eventually come in; they always do. And by then, the odds will be completely different.

相關問答

QWhat core analytical framework did the author's father teach him at the racetrack, and how does it apply to investing?

AThe author's father taught him a framework centered on identifying value and making probabilistic assessments, not just picking winners. This involved studying past performance, weighing different factors, setting realistic odds based on evidence (not speculation), and continuously re-evaluating odds with new information—a Bayesian approach to predicting future outcomes. This framework is directly applied to investing by doing thorough research to form an independent view of an asset's value (like Bitcoin's 3:1 odds) before looking at the market's consensus (which might be 100:1), allowing one to identify significant mispricings and opportunities where the crowd is wrong.

QAccording to the author, how do Charlie Munger and top macro traders like Paul Tudor Jones and Stanley Druckenmiller view the market, and why is this perspective crucial for analyzing Bitcoin?

ACharlie Munger views the market as a pari-mutuel betting system, where prices are not set by objective value but by the collective betting behavior of all participants. Jones and Druckenmiller emphasize that positioning (where capital is actually allocated) is often more important than fundamentals or valuation. This is crucial for analyzing Bitcoin because it shows that its 'price' or perceived value is not determined by opinions on TV but by the relative size of capital pools flowing into it versus other assets like fiat currency or gold. The extremely low positioning by wealthy, traditional capital holders creates a significant asymmetric opportunity, as the marginal buyer is scarce but potential future demand is vast.

QWhat is the difference between a 'competitive growth moat' and a 'belief moat,' and why does the author believe Bitcoin's 'belief moat' is particularly valuable in the age of AI?

AA 'competitive growth moat' is based on code, products, and business models, which can be easily disrupted by better innovations and new entrants, especially in the AI age where such advantages are shortened. A 'belief moat' is built on a solidified collective narrative and the shared belief in an asset's value, particularly in an era of currency debasement and rapid technological change. The author believes Bitcoin's belief moat is valuable because it is 'time defensive'—the faster AI develops and disrupts traditional business models, the more attractive a non-sovereign, belief-based store of value like Bitcoin becomes, as it is not susceptible to being out-coded or out-innovated in the same way.

QWhat key principles should an investor follow regarding position sizing when they identify a high-conviction, asymmetric opportunity like Bitcoin?

AAn investor should follow principles of prudent position sizing that align with their personal circumstances: 1) The initial position should be small enough to survive a 50-80% drawdown without jeopardizing one's future. 2) The size must be calibrated based on investment horizon, age, future earning potential (human capital), and short-term liabilities/expenses (e.g., tuition, retirement needs). A younger person with a long horizon can allocate more than an older retiree drawing from their portfolio. 3) One should recognize that the 'acceptable' allocation in a portfolio is likely to increase over time as AI disrupts traditional assets and Bitcoin's moat deepens, but the core rule is to never bet everything on a single idea, no matter how compelling the odds appear.

QHow does the author synthesize the lessons from horse racing, Annie Duke's book, and the insights of famed investors into a single, overarching investment philosophy?

AThe author synthesizes these lessons into a overarching philosophy for decision-making under uncertainty: 1) Do the homework first (form an independent view) before looking at market prices/consensus. 2) Think probabilistically—every decision is a bet on an uncertain future, and the quality of the decision process must be separated from the outcome. 3) Focus on capital flows and positioning, not just narratives and headlines, to understand where the real bets are being placed. 4) Have the discipline to not bet when you have no advantage. 5) Increase the bet size significantly when your well-researched view is radically different from the consensus *and* positioning in the asset is extremely low. This framework is used to identify and act on rare, high-conviction opportunities like Bitcoin.

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什麼是 BITCOIN

如何購買BTC

歡迎來到HTX.com!在這裡,購買Bitcoin (BTC)變得簡單而便捷。跟隨我們的逐步指南,放心開始您的加密貨幣之旅。第一步:創建您的HTX帳戶使用您的 Email、手機號碼在HTX註冊一個免費帳戶。體驗無憂的註冊過程並解鎖所有平台功能。立即註冊第二步:前往買幣頁面,選擇您的支付方式信用卡/金融卡購買:使用您的Visa或Mastercard即時購買Bitcoin (BTC)。餘額購買:使用您HTX帳戶餘額中的資金進行無縫交易。第三方購買:探索諸如Google Pay或Apple Pay等流行支付方式以增加便利性。C2C購買:在HTX平台上直接與其他用戶交易。HTX 場外交易 (OTC) 購買:為大量交易者提供個性化服務和競爭性匯率。第三步:存儲您的Bitcoin (BTC)購買Bitcoin (BTC)後,將其存儲在您的HTX帳戶中。您也可以透過區塊鏈轉帳將其發送到其他地址或者用於交易其他加密貨幣。第四步:交易Bitcoin (BTC)在HTX的現貨市場輕鬆交易Bitcoin (BTC)。前往您的帳戶,選擇交易對,執行交易,並即時監控。HTX為初學者和經驗豐富的交易者提供了友好的用戶體驗。

5.5k 人學過發佈於 2024.12.12更新於 2026.06.02

如何購買BTC

什麼是 $BITCOIN

數字黃金 ($BITCOIN):全面分析 數字黃金 ($BITCOIN) 介紹 數字黃金 ($BITCOIN) 是一個基於區塊鏈的項目,運行於 Solana 網絡,旨在將傳統貴金屬的特徵與去中心化技術的創新相結合。雖然它與比特幣同名,常被稱為「數字黃金」,因其被視為價值儲存工具,但數字黃金是一個獨立的代幣,旨在於 Web3 生態系統中創造一個獨特的生態系。其目標是將自己定位為一個可行的替代數字資產,儘管有關其應用和功能的具體細節仍在發展中。 什麼是數字黃金 ($BITCOIN)? 數字黃金 ($BITCOIN) 是一個專門為 Solana 區塊鏈設計的加密貨幣代幣。與比特幣提供廣泛認可的價值儲存角色不同,這個代幣似乎更專注於更廣泛的應用和特徵。值得注意的方面包括: 區塊鏈基礎設施:該代幣建立在 Solana 區塊鏈上,以其處理高速和低成本交易的能力而聞名。 供應動態:數字黃金的最大供應量上限為 100 萬兆代幣(100P $BITCOIN),儘管有關其流通供應的詳細信息目前尚未披露。 實用性:雖然具體功能尚未明確說明,但有跡象表明該代幣可能被用於各種應用,可能涉及去中心化應用(dApps)或資產代幣化策略。 誰是數字黃金 ($BITCOIN) 的創建者? 目前,數字黃金 ($BITCOIN) 的創建者和開發團隊的身份仍然是 未知 的。這種情況在許多創新項目中是典型的,特別是那些與去中心化金融和迷因幣現象相關的項目。雖然這種匿名性可能促進社區驅動的文化,但也加劇了對治理和問責制的擔憂。 誰是數字黃金 ($BITCOIN) 的投資者? 可用的信息顯示,數字黃金 ($BITCOIN) 沒有任何已知的機構支持者或知名的風險投資。該項目似乎運行在一個以社區支持和採用為重點的點對點模型上,而不是傳統的資金籌集途徑。其活動和流動性主要位於去中心化交易所(DEXs),如 PumpSwap,而不是已建立的集中交易平台,進一步突顯其草根方法。 數字黃金 ($BITCOIN) 如何運作 數字黃金 ($BITCOIN) 的運作機制可以根據其區塊鏈設計和網絡特徵進行詳細說明: 共識機制:通過利用 Solana 的獨特歷史證明(PoH)結合權益證明(PoS)模型,該項目確保高效的交易驗證,促進網絡的高性能。 代幣經濟學:雖然具體的通縮機制尚未詳細說明,但巨大的最大代幣供應量暗示它可能適合微交易或尚待定義的利基用例。 互操作性:存在與 Solana 更廣泛生態系統的整合潛力,包括各種去中心化金融(DeFi)平台。然而,關於具體整合的詳細信息仍未明確。 重要事件時間表 以下是關於數字黃金 ($BITCOIN) 的重要里程碑時間表: 2023:該代幣首次在 Solana 區塊鏈上部署,並以其合約地址為標誌。 2024:數字黃金獲得曝光,因其在去中心化交易所如 PumpSwap 上可供交易,允許用戶以 SOL 進行交易。 2025:該項目見證了零星的交易活動和社區主導參與的潛在興趣,儘管截至目前尚未記錄到任何顯著的合作夥伴關係或技術進展。 關鍵分析 優勢 可擴展性:基於 Solana 的基礎設施支持高交易量,這可能增強 $BITCOIN 在各種交易場景中的實用性。 可及性:每個代幣潛在的低交易價格可能吸引零售投資者,促進更廣泛的參與,因為存在分割所有權的機會。 風險 缺乏透明度:缺乏公眾已知的支持者、開發者或審計過程可能引發對該項目可持續性和可信度的懷疑。 市場波動性:交易活動在很大程度上依賴於投機行為,這可能導致價格波動和投資者的不確定性。 結論 數字黃金 ($BITCOIN) 在快速發展的 Solana 生態系統中,作為一個引人入勝但模糊的項目出現。雖然它試圖利用「數字黃金」的敘事,但其與比特幣作為價值儲存工具的既定角色的脫離,突顯了對其預期實用性和治理結構更清晰區分的需求。未來的接受度和採用率可能取決於解決當前的不透明性,並更明確地定義其運營和經濟策略。 注意:本報告涵蓋截至 2023 年 10 月的綜合信息,並且在研究期間可能發生了進展。

83 人學過發佈於 2025.05.13更新於 2025.05.13

什麼是 $BITCOIN

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